2 papers
cs.LG2021
SyntheticFur dataset for neural rendering
Trung Le, Ryan Poplin, Fred Bertsch +2
We introduce a new dataset called SyntheticFur built specifically for machine learning training. The dataset consists of ray traced synthetic fur renders with corresponding rasteri…
stat.ML2019
Likelihood Ratios for Out-of-Distribution Detection
Jie Ren, Peter J. Liu, Emily Fertig +5
Discriminative neural networks offer little or no performance guarantees when deployed on data not generated by the same process as the training distribution. On such out-of-distri…